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Julieta Martinez's Projects

3d-pose-baseline icon 3d-pose-baseline

A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.

awesome-model-quantization icon awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

d3-flame-graph icon d3-flame-graph

A D3.js plugin that produces flame graphs from hierarchical data.

deck.gl icon deck.gl

WebGL2 powered visualization framework

deepviz icon deepviz

My CPSC 547 final project: a javascript-based visualization tool for image retrieval.

ema-pytorch icon ema-pytorch

A simple way to keep track of an Exponential Moving Average (EMA) version of your pytorch model

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

horovod icon horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

jxlpy icon jxlpy

Cython bindings and Pillow plugin for JPEG XL

pytorch3d icon pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

rayuela.jl icon rayuela.jl

Code for my PhD thesis. Library of quantization-based methods for fast similarity search in high dimensions. Presented at ECCV 18.

stacked-quantizers icon stacked-quantizers

Very accessible code for my MSc thesis. Inexpensive quantization method for ANN search also known as Enhanced Residual VQ.

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